From Shots to Forecasts: One-Step-Ahead Prediction of Team-Level Expected Goals in Football
Expected goals (xG) describe football performance, but their value as time-series signals for forecasting future team performance is less established. Using source data covering 32,121 matches across 30 competitions, we evaluated one-step-ahead team-level xG forecasts under chronological within-panel splits and a calen...